CN111030597B - 一种无人机自动充电站的太阳能故障诊断方法 - Google Patents
一种无人机自动充电站的太阳能故障诊断方法 Download PDFInfo
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- CN111030597B CN111030597B CN201911414382.1A CN201911414382A CN111030597B CN 111030597 B CN111030597 B CN 111030597B CN 201911414382 A CN201911414382 A CN 201911414382A CN 111030597 B CN111030597 B CN 111030597B
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- 238000000034 method Methods 0.000 title claims abstract description 36
- 238000003745 diagnosis Methods 0.000 title claims abstract description 19
- 238000010248 power generation Methods 0.000 claims abstract description 79
- 238000006243 chemical reaction Methods 0.000 claims abstract description 13
- 238000011156 evaluation Methods 0.000 claims abstract description 10
- 238000013499 data model Methods 0.000 claims abstract description 4
- 210000004027 cell Anatomy 0.000 claims description 68
- 210000002569 neuron Anatomy 0.000 claims description 15
- 238000012549 training Methods 0.000 claims description 9
- 239000011159 matrix material Substances 0.000 claims description 7
- 238000004891 communication Methods 0.000 claims description 4
- 230000004913 activation Effects 0.000 claims description 3
- 230000032683 aging Effects 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 claims description 3
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- 238000003062 neural network model Methods 0.000 claims description 3
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02S—GENERATION OF ELECTRIC POWER BY CONVERSION OF INFRARED RADIATION, VISIBLE LIGHT OR ULTRAVIOLET LIGHT, e.g. USING PHOTOVOLTAIC [PV] MODULES
- H02S50/00—Monitoring or testing of PV systems, e.g. load balancing or fault identification
- H02S50/10—Testing of PV devices, e.g. of PV modules or single PV cells
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J7/00—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries
- H02J7/34—Parallel operation in networks using both storage and other dc sources, e.g. providing buffering
- H02J7/35—Parallel operation in networks using both storage and other dc sources, e.g. providing buffering with light sensitive cells
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/50—Photovoltaic [PV] energy
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CN201911414382.1A CN111030597B (zh) | 2019-12-31 | 2019-12-31 | 一种无人机自动充电站的太阳能故障诊断方法 |
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CN201911414382.1A CN111030597B (zh) | 2019-12-31 | 2019-12-31 | 一种无人机自动充电站的太阳能故障诊断方法 |
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CN111030597A CN111030597A (zh) | 2020-04-17 |
CN111030597B true CN111030597B (zh) | 2021-08-10 |
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Families Citing this family (1)
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CN115034306A (zh) * | 2022-06-13 | 2022-09-09 | 昆明理工大学 | 基于可拓神经网络的铝电解故障预报及安全运维方法 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN202183743U (zh) * | 2011-08-26 | 2012-04-04 | 泰豪科技(深圳)电力技术有限公司 | 光伏汇流箱 |
CN204993248U (zh) * | 2015-09-18 | 2016-01-20 | 绿尚太阳能科技(上海)有限公司 | 基于光伏电站信息系统的多路直流电压电流采集器 |
CN106021806A (zh) * | 2016-06-06 | 2016-10-12 | 福州大学 | 一种基于核函数极限学习机的光伏组串故障诊断方法 |
CN109766952A (zh) * | 2019-01-21 | 2019-05-17 | 福州大学 | 基于偏最小二乘法和极限学习机的光伏阵列故障检测方法 |
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- 2019-12-31 CN CN201911414382.1A patent/CN111030597B/zh active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN202183743U (zh) * | 2011-08-26 | 2012-04-04 | 泰豪科技(深圳)电力技术有限公司 | 光伏汇流箱 |
CN204993248U (zh) * | 2015-09-18 | 2016-01-20 | 绿尚太阳能科技(上海)有限公司 | 基于光伏电站信息系统的多路直流电压电流采集器 |
CN106021806A (zh) * | 2016-06-06 | 2016-10-12 | 福州大学 | 一种基于核函数极限学习机的光伏组串故障诊断方法 |
CN109766952A (zh) * | 2019-01-21 | 2019-05-17 | 福州大学 | 基于偏最小二乘法和极限学习机的光伏阵列故障检测方法 |
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